Dataset statistics
| Number of variables | 22 |
|---|---|
| Number of observations | 16617 |
| Missing cells | 133428 |
| Missing cells (%) | 36.5% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.9 MiB |
| Average record size in memory | 244.0 B |
Variable types
| Numeric | 11 |
|---|---|
| Unsupported | 7 |
| Categorical | 4 |
danger has constant value "1.0" | Constant |
operation_car has constant value "28.0" | Constant |
operation_date has a high cardinality: 2162 distinct values | High cardinality |
destination_esr is highly correlated with operation_st_esr | High correlation |
operation_st_esr is highly correlated with destination_esr | High correlation |
operation_car is highly correlated with danger and 1 other fields | High correlation |
danger is highly correlated with operation_car and 1 other fields | High correlation |
adm is highly correlated with operation_car and 1 other fields | High correlation |
index_train has 16617 (100.0%) missing values | Missing |
danger has 16595 (99.9%) missing values | Missing |
loaded has 16617 (100.0%) missing values | Missing |
operation_train has 16617 (100.0%) missing values | Missing |
rod_train has 16617 (100.0%) missing values | Missing |
ssp_station_esr has 16617 (100.0%) missing values | Missing |
ssp_station_id has 16617 (100.0%) missing values | Missing |
weight_brutto has 16617 (100.0%) missing values | Missing |
df_index has unique values | Unique |
index_train is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
loaded is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
operation_train is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
rod_train is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
ssp_station_esr is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
ssp_station_id is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
weight_brutto is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2021-04-16 09:04:25.616998 |
|---|---|
| Analysis finished | 2021-04-16 09:04:49.049047 |
| Duration | 23.43 seconds |
| Software version | pandas-profiling v2.11.0 |
| Download configuration | config.yaml |
| Distinct | 16617 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1868957.486 |
|---|---|
| Minimum | 11780 |
| Maximum | 4175448 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 129.9 KiB |
Quantile statistics
| Minimum | 11780 |
|---|---|
| 5-th percentile | 121543.2 |
| Q1 | 822630 |
| median | 1685278 |
| Q3 | 2589453 |
| 95-th percentile | 4043559.4 |
| Maximum | 4175448 |
| Range | 4163668 |
| Interquartile range (IQR) | 1766823 |
Descriptive statistics
| Standard deviation | 1215945.333 |
|---|---|
| Coefficient of variation (CV) | 0.6506008524 |
| Kurtosis | -0.858109855 |
| Mean | 1868957.486 |
| Median Absolute Deviation (MAD) | 867049 |
| Skewness | 0.4419132175 |
| Sum | 3.105646654 × 1010 |
| Variance | 1.478523054 × 1012 |
| Monotocity | Strictly increasing |
| Value | Count | Frequency (%) |
| 3964928 | 1 | < 0.1% |
| 1928503 | 1 | < 0.1% |
| 1201408 | 1 | < 0.1% |
| 3883462 | 1 | < 0.1% |
| 1520076 | 1 | < 0.1% |
| 4060420 | 1 | < 0.1% |
| 4062884 | 1 | < 0.1% |
| 124166 | 1 | < 0.1% |
| 2333961 | 1 | < 0.1% |
| 3897231 | 1 | < 0.1% |
| Other values (16607) | 16607 |
| Value | Count | Frequency (%) |
| 11780 | 1 | |
| 18850 | 1 | |
| 18854 | 1 | |
| 18855 | 1 | |
| 18866 | 1 | |
| 18868 | 1 | |
| 18883 | 1 | |
| 18887 | 1 | |
| 18891 | 1 | |
| 18899 | 1 |
| Value | Count | Frequency (%) |
| 4175448 | 1 | |
| 4159387 | 1 | |
| 4144452 | 1 | |
| 4071554 | 1 | |
| 4071545 | 1 | |
| 4071479 | 1 | |
| 4071363 | 1 | |
| 4071328 | 1 | |
| 4071308 | 1 | |
| 4071058 | 1 |
length
Real number (ℝ≥0)
| Distinct | 42 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9989420473 |
|---|---|
| Minimum | 0.79 |
| Maximum | 1.93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 129.9 KiB |
Quantile statistics
| Minimum | 0.79 |
|---|---|
| 5-th percentile | 0.79 |
| Q1 | 0.83 |
| median | 1.06 |
| Q3 | 1.06 |
| 95-th percentile | 1.31 |
| Maximum | 1.93 |
| Range | 1.14 |
| Interquartile range (IQR) | 0.23 |
Descriptive statistics
| Standard deviation | 0.1915790065 |
|---|---|
| Coefficient of variation (CV) | 0.1917819026 |
| Kurtosis | 4.833377137 |
| Mean | 0.9989420473 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.812177886 |
| Sum | 16599.42 |
| Variance | 0.03670251572 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.06 | 8410 | |
| 0.83 | 4944 | |
| 0.79 | 1065 | 6.4% |
| 0.85 | 604 | 3.6% |
| 1.77 | 200 | 1.2% |
| 1.31 | 166 | 1.0% |
| 1 | 159 | 1.0% |
| 1.3 | 124 | 0.7% |
| 1.1 | 116 | 0.7% |
| 1.59 | 102 | 0.6% |
| Other values (32) | 727 | 4.4% |
| Value | Count | Frequency (%) |
| 0.79 | 1065 | 6.4% |
| 0.82 | 4 | < 0.1% |
| 0.83 | 4944 | |
| 0.85 | 604 | 3.6% |
| 0.86 | 2 | < 0.1% |
| 0.87 | 4 | < 0.1% |
| 0.9 | 65 | 0.4% |
| 1 | 159 | 1.0% |
| 1.05 | 3 | < 0.1% |
| 1.06 | 8410 |
| Value | Count | Frequency (%) |
| 1.93 | 4 | < 0.1% |
| 1.89 | 4 | < 0.1% |
| 1.85 | 3 | < 0.1% |
| 1.77 | 200 | |
| 1.73 | 52 | 0.3% |
| 1.72 | 40 | 0.2% |
| 1.7 | 42 | 0.3% |
| 1.69 | 81 | |
| 1.62 | 4 | < 0.1% |
| 1.6 | 75 | 0.5% |
car_number
Real number (ℝ≥0)
| Distinct | 8058 |
|---|---|
| Distinct (%) | 48.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37860856.55 |
|---|---|
| Minimum | 22134175 |
| Maximum | 96723176 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 129.9 KiB |
Quantile statistics
| Minimum | 22134175 |
|---|---|
| 5-th percentile | 30116156.8 |
| Q1 | 30851562 |
| median | 42008094 |
| Q3 | 42203547 |
| 95-th percentile | 44335966 |
| Maximum | 96723176 |
| Range | 74589001 |
| Interquartile range (IQR) | 11351985 |
Descriptive statistics
| Standard deviation | 7617576.23 |
|---|---|
| Coefficient of variation (CV) | 0.2011992576 |
| Kurtosis | 20.13440121 |
| Mean | 37860856.55 |
| Median Absolute Deviation (MAD) | 4162618 |
| Skewness | 2.916398387 |
| Sum | 6.291338533 × 1011 |
| Variance | 5.802746763 × 1013 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 37847035 | 30 | 0.2% |
| 37846995 | 30 | 0.2% |
| 37688470 | 25 | 0.2% |
| 37814241 | 17 | 0.1% |
| 37843927 | 13 | 0.1% |
| 37680287 | 12 | 0.1% |
| 37677341 | 12 | 0.1% |
| 37672938 | 12 | 0.1% |
| 37839529 | 10 | 0.1% |
| 37816998 | 10 | 0.1% |
| Other values (8048) | 16446 |
| Value | Count | Frequency (%) |
| 22134175 | 5 | |
| 23597834 | 1 | < 0.1% |
| 24031486 | 1 | < 0.1% |
| 24062358 | 1 | < 0.1% |
| 24097537 | 1 | < 0.1% |
| 24098626 | 1 | < 0.1% |
| 24213803 | 1 | < 0.1% |
| 24286957 | 1 | < 0.1% |
| 24313629 | 1 | < 0.1% |
| 24482465 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 96723176 | 1 | |
| 96699814 | 1 | |
| 96699780 | 1 | |
| 96699749 | 2 | |
| 96699715 | 1 | |
| 96699707 | 1 | |
| 96699657 | 1 | |
| 96699640 | 1 | |
| 96699418 | 1 | |
| 96699350 | 1 |
| Distinct | 373 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 130 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 911481.9782 |
|---|---|
| Minimum | 76404 |
| Maximum | 998100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 129.9 KiB |
Quantile statistics
| Minimum | 76404 |
|---|---|
| 5-th percentile | 841402 |
| Q1 | 871200 |
| median | 915502 |
| Q3 | 950807 |
| 95-th percentile | 972806 |
| Maximum | 998100 |
| Range | 921696 |
| Interquartile range (IQR) | 79607 |
Descriptive statistics
| Standard deviation | 46162.80795 |
|---|---|
| Coefficient of variation (CV) | 0.05064588117 |
| Kurtosis | 13.6235286 |
| Mean | 911481.9782 |
| Median Absolute Deviation (MAD) | 35799 |
| Skewness | -1.067673366 |
| Sum | 1.502760337 × 1010 |
| Variance | 2131004838 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 841402 | 712 | 4.3% |
| 863007 | 664 | 4.0% |
| 950807 | 467 | 2.8% |
| 912805 | 374 | 2.3% |
| 963506 | 326 | 2.0% |
| 841604 | 310 | 1.9% |
| 893708 | 300 | 1.8% |
| 889100 | 298 | 1.8% |
| 972806 | 297 | 1.8% |
| 911709 | 277 | 1.7% |
| Other values (363) | 12462 |
| Value | Count | Frequency (%) |
| 76404 | 1 | < 0.1% |
| 234901 | 3 | < 0.1% |
| 637301 | 1 | < 0.1% |
| 802107 | 1 | < 0.1% |
| 817600 | 2 | < 0.1% |
| 830003 | 9 | 0.1% |
| 830200 | 154 | |
| 830709 | 9 | 0.1% |
| 831203 | 1 | < 0.1% |
| 831504 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 998100 | 7 | < 0.1% |
| 997502 | 14 | 0.1% |
| 996302 | 6 | < 0.1% |
| 995808 | 18 | 0.1% |
| 995507 | 3 | < 0.1% |
| 994701 | 4 | < 0.1% |
| 994400 | 7 | < 0.1% |
| 993304 | 89 | |
| 993107 | 59 | |
| 992405 | 12 | 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 990.0 KiB |
| 20.0 | |
|---|---|
| 99.0 | 2 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 66468 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 20.0 |
|---|---|
| 2nd row | 20.0 |
| 3rd row | 20.0 |
| 4th row | 20.0 |
| 5th row | 20.0 |
| Value | Count | Frequency (%) |
| 20.0 | 16615 | |
| 99.0 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 20.0 | 16615 | |
| 99.0 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 33232 | |
| . | 16617 | |
| 2 | 16615 | |
| 9 | 4 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49851 | |
| Other Punctuation | 16617 | 25.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 33232 | |
| 2 | 16615 | |
| 9 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| . | 16617 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 66468 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 33232 | |
| . | 16617 | |
| 2 | 16615 | |
| 9 | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 66468 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 33232 | |
| . | 16617 | |
| 2 | 16615 | |
| 9 | 4 | < 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 16595 |
| Missing (%) | 99.9% |
| Memory size | 649.7 KiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 66 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
| Value | Count | Frequency (%) |
| 1.0 | 22 | 0.1% |
| (Missing) | 16595 |
| Value | Count | Frequency (%) |
| 1.0 | 22 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 22 | |
| . | 22 | |
| 0 | 22 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 44 | |
| Other Punctuation | 22 |
Most frequent character per category
| Value | Count | Frequency (%) |
| 1 | 22 | |
| 0 | 22 |
| Value | Count | Frequency (%) |
| . | 22 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 66 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 1 | 22 | |
| . | 22 | |
| 0 | 22 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 66 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 1 | 22 | |
| . | 22 | |
| 0 | 22 |
gruz
Real number (ℝ≥0)
| Distinct | 89 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 130 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 305350.7256 |
|---|---|
| Minimum | 11005 |
| Maximum | 999993 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 129.9 KiB |
Quantile statistics
| Minimum | 11005 |
|---|---|
| 5-th percentile | 236038 |
| Q1 | 236038 |
| median | 321029 |
| Q3 | 321067 |
| 95-th percentile | 421161 |
| Maximum | 999993 |
| Range | 988988 |
| Interquartile range (IQR) | 85029 |
Descriptive statistics
| Standard deviation | 94031.56141 |
|---|---|
| Coefficient of variation (CV) | 0.307946088 |
| Kurtosis | 8.736833778 |
| Mean | 305350.7256 |
| Median Absolute Deviation (MAD) | 84991 |
| Skewness | 2.508222769 |
| Sum | 5034317413 |
| Variance | 8841934541 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 236038 | 6169 | |
| 321067 | 3683 | |
| 321029 | 2585 | |
| 321052 | 1136 | 6.8% |
| 693087 | 487 | 2.9% |
| 421034 | 417 | 2.5% |
| 321048 | 404 | 2.4% |
| 232153 | 270 | 1.6% |
| 421161 | 209 | 1.3% |
| 421087 | 192 | 1.2% |
| Other values (79) | 935 | 5.6% |
| (Missing) | 130 | 0.8% |
| Value | Count | Frequency (%) |
| 11005 | 8 | < 0.1% |
| 81135 | 1 | < 0.1% |
| 81145 | 1 | < 0.1% |
| 81188 | 2 | < 0.1% |
| 91118 | 7 | < 0.1% |
| 92040 | 2 | < 0.1% |
| 92055 | 1 | < 0.1% |
| 93039 | 34 | |
| 93043 | 19 | |
| 123041 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 999993 | 5 | < 0.1% |
| 921062 | 1 | < 0.1% |
| 693227 | 87 | 0.5% |
| 693176 | 1 | < 0.1% |
| 693161 | 3 | < 0.1% |
| 693087 | 487 | |
| 691005 | 1 | < 0.1% |
| 682237 | 4 | < 0.1% |
| 634089 | 1 | < 0.1% |
| 542239 | 4 | < 0.1% |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 990.0 KiB |
| 28.0 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 66468 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 28.0 |
|---|---|
| 2nd row | 28.0 |
| 3rd row | 28.0 |
| 4th row | 28.0 |
| 5th row | 28.0 |
| Value | Count | Frequency (%) |
| 28.0 | 16617 |
| Value | Count | Frequency (%) |
| 28.0 | 16617 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 16617 | |
| 8 | 16617 | |
| . | 16617 | |
| 0 | 16617 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49851 | |
| Other Punctuation | 16617 | 25.0% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 2 | 16617 | |
| 8 | 16617 | |
| 0 | 16617 |
| Value | Count | Frequency (%) |
| . | 16617 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 66468 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 2 | 16617 | |
| 8 | 16617 | |
| . | 16617 | |
| 0 | 16617 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 66468 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 2 | 16617 | |
| 8 | 16617 | |
| . | 16617 | |
| 0 | 16617 |
| Distinct | 2162 |
|---|---|
| Distinct (%) | 13.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 2020-07-17 05:50:00 | 123 |
|---|---|
| 2020-07-20 07:15:00 | 89 |
| 2020-07-20 04:00:00 | 85 |
| 2020-07-17 07:00:00 | 78 |
| 2020-07-14 10:00:00 | 77 |
| Other values (2157) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 315723 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 4 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1113 ? |
|---|---|
| Unique (%) | 6.7% |
Sample
| 1st row | 2020-07-16 00:10:00 |
|---|---|
| 2nd row | 2020-07-15 20:00:00 |
| 3rd row | 2020-07-16 11:00:00 |
| 4th row | 2020-07-15 20:00:00 |
| 5th row | 2020-07-15 20:00:00 |
| Value | Count | Frequency (%) |
| 2020-07-17 05:50:00 | 123 | 0.7% |
| 2020-07-20 07:15:00 | 89 | 0.5% |
| 2020-07-20 04:00:00 | 85 | 0.5% |
| 2020-07-17 07:00:00 | 78 | 0.5% |
| 2020-07-14 10:00:00 | 77 | 0.5% |
| 2020-07-22 02:50:00 | 74 | 0.4% |
| 2020-07-29 07:00:00 | 66 | 0.4% |
| 2020-07-15 20:00:00 | 66 | 0.4% |
| 2020-07-19 08:55:00 | 64 | 0.4% |
| 2020-07-26 11:03:00 | 63 | 0.4% |
| Other values (2152) | 15832 |
| Value | Count | Frequency (%) |
| 2020-07-20 | 1218 | 3.7% |
| 2020-07-17 | 1160 | 3.5% |
| 2020-07-28 | 1145 | 3.4% |
| 2020-07-23 | 1132 | 3.4% |
| 2020-07-22 | 1127 | 3.4% |
| 2020-07-27 | 1097 | 3.3% |
| 2020-07-29 | 1063 | 3.2% |
| 2020-07-14 | 1054 | 3.2% |
| 2020-07-18 | 984 | 3.0% |
| 2020-07-16 | 983 | 3.0% |
| Other values (913) | 22271 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 107815 | |
| 2 | 49895 | |
| - | 33234 | 10.5% |
| : | 33234 | 10.5% |
| 7 | 21068 | 6.7% |
| 1 | 20078 | 6.4% |
| 16617 | 5.3% | |
| 5 | 8567 | 2.7% |
| 3 | 7267 | 2.3% |
| 4 | 5483 | 1.7% |
| Other values (3) | 12465 | 3.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 232638 | |
| Dash Punctuation | 33234 | 10.5% |
| Other Punctuation | 33234 | 10.5% |
| Space Separator | 16617 | 5.3% |
Most frequent character per category
| Value | Count | Frequency (%) |
| 0 | 107815 | |
| 2 | 49895 | |
| 7 | 21068 | 9.1% |
| 1 | 20078 | 8.6% |
| 5 | 8567 | 3.7% |
| 3 | 7267 | 3.1% |
| 4 | 5483 | 2.4% |
| 8 | 4828 | 2.1% |
| 9 | 3992 | 1.7% |
| 6 | 3645 | 1.6% |
| Value | Count | Frequency (%) |
| - | 33234 |
| Value | Count | Frequency (%) |
| 16617 |
| Value | Count | Frequency (%) |
| : | 33234 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 315723 |
Most frequent character per script
| Value | Count | Frequency (%) |
| 0 | 107815 | |
| 2 | 49895 | |
| - | 33234 | 10.5% |
| : | 33234 | 10.5% |
| 7 | 21068 | 6.7% |
| 1 | 20078 | 6.4% |
| 16617 | 5.3% | |
| 5 | 8567 | 2.7% |
| 3 | 7267 | 2.3% |
| 4 | 5483 | 1.7% |
| Other values (3) | 12465 | 3.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 315723 |
Most frequent character per block
| Value | Count | Frequency (%) |
| 0 | 107815 | |
| 2 | 49895 | |
| - | 33234 | 10.5% |
| : | 33234 | 10.5% |
| 7 | 21068 | 6.7% |
| 1 | 20078 | 6.4% |
| 16617 | 5.3% | |
| 5 | 8567 | 2.7% |
| 3 | 7267 | 2.3% |
| 4 | 5483 | 1.7% |
| Other values (3) | 12465 | 3.9% |
| Distinct | 345 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 911542.8644 |
|---|---|
| Minimum | 830003 |
| Maximum | 998100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 129.9 KiB |
Quantile statistics
| Minimum | 830003 |
|---|---|
| 5-th percentile | 841402 |
| Q1 | 871501 |
| median | 915502 |
| Q3 | 950807 |
| 95-th percentile | 972806 |
| Maximum | 998100 |
| Range | 168097 |
| Interquartile range (IQR) | 79306 |
Descriptive statistics
| Standard deviation | 44676.22042 |
|---|---|
| Coefficient of variation (CV) | 0.04901165065 |
| Kurtosis | -1.121618052 |
| Mean | 911542.8644 |
| Median Absolute Deviation (MAD) | 35706 |
| Skewness | -0.1458225955 |
| Sum | 1.514710778 × 1010 |
| Variance | 1995964671 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 841402 | 721 | 4.3% |
| 863007 | 664 | 4.0% |
| 893708 | 497 | 3.0% |
| 912805 | 374 | 2.3% |
| 963506 | 326 | 2.0% |
| 841604 | 310 | 1.9% |
| 953203 | 306 | 1.8% |
| 972806 | 297 | 1.8% |
| 949104 | 295 | 1.8% |
| 911709 | 281 | 1.7% |
| Other values (335) | 12546 |
| Value | Count | Frequency (%) |
| 830003 | 9 | 0.1% |
| 830200 | 154 | |
| 830709 | 9 | 0.1% |
| 831203 | 1 | < 0.1% |
| 831504 | 1 | < 0.1% |
| 831608 | 2 | < 0.1% |
| 832206 | 13 | 0.1% |
| 832309 | 1 | < 0.1% |
| 832600 | 5 | < 0.1% |
| 832704 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 998100 | 7 | < 0.1% |
| 997502 | 14 | 0.1% |
| 996302 | 6 | < 0.1% |
| 995808 | 18 | 0.1% |
| 995507 | 3 | < 0.1% |
| 994701 | 4 | < 0.1% |
| 994400 | 7 | < 0.1% |
| 993304 | 148 | |
| 992405 | 12 | 0.1% |
| 992000 | 16 | 0.1% |
operation_st_id
Real number (ℝ≥0)
| Distinct | 345 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2000532890 |
|---|---|
| Minimum | 2000035110 |
| Maximum | 2002023867 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 129.9 KiB |
Quantile statistics
| Minimum | 2000035110 |
|---|---|
| 5-th percentile | 2000035642 |
| Q1 | 2000036422 |
| median | 2000038088 |
| Q3 | 2001930550 |
| 95-th percentile | 2001933494 |
| Maximum | 2002023867 |
| Range | 1988757 |
| Interquartile range (IQR) | 1894128 |
Descriptive statistics
| Standard deviation | 833013.5554 |
|---|---|
| Coefficient of variation (CV) | 0.0004163958312 |
| Kurtosis | -0.8208829307 |
| Mean | 2000532890 |
| Median Absolute Deviation (MAD) | 1716 |
| Skewness | 1.085805461 |
| Sum | 3.324285503 × 1013 |
| Variance | 6.939115835 × 1011 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 2001930642 | 721 | 4.3% |
| 2001933494 | 664 | 4.0% |
| 2000036018 | 497 | 3.0% |
| 2000036350 | 374 | 2.3% |
| 2000038468 | 326 | 2.0% |
| 2001930646 | 310 | 1.9% |
| 2000038222 | 306 | 1.8% |
| 2000038722 | 297 | 1.8% |
| 2000037980 | 295 | 1.8% |
| 2000036344 | 281 | 1.7% |
| Other values (335) | 12546 |
| Value | Count | Frequency (%) |
| 2000035110 | 4 | < 0.1% |
| 2000035130 | 4 | < 0.1% |
| 2000035162 | 222 | |
| 2000035182 | 67 | 0.4% |
| 2000035212 | 6 | < 0.1% |
| 2000035224 | 26 | 0.2% |
| 2000035232 | 2 | < 0.1% |
| 2000035252 | 1 | < 0.1% |
| 2000035344 | 2 | < 0.1% |
| 2000035438 | 10 | 0.1% |
| Value | Count | Frequency (%) |
| 2002023867 | 56 | 0.3% |
| 2001933536 | 60 | 0.4% |
| 2001933522 | 56 | 0.3% |
| 2001933518 | 70 | 0.4% |
| 2001933514 | 6 | < 0.1% |
| 2001933508 | 2 | < 0.1% |
| 2001933504 | 138 | 0.8% |
| 2001933500 | 74 | 0.4% |
| 2001933498 | 3 | < 0.1% |
| 2001933494 | 664 |
receiver
Real number (ℝ≥0)
| Distinct | 169 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 127 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17705648.07 |
|---|---|
| Minimum | 0 |
| Maximum | 99849255 |
| Zeros | 63 |
| Zeros (%) | 0.4% |
| Memory size | 129.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 83262 |
| Q1 | 1099058 |
| median | 4733952 |
| Q3 | 14999355 |
| 95-th percentile | 68594560 |
| Maximum | 99849255 |
| Range | 99849255 |
| Interquartile range (IQR) | 13900297 |
Descriptive statistics
| Standard deviation | 24110999.01 |
|---|---|
| Coefficient of variation (CV) | 1.361768793 |
| Kurtosis | 1.238463128 |
| Mean | 17705648.07 |
| Median Absolute Deviation (MAD) | 4650690 |
| Skewness | 1.579045294 |
| Sum | 2.919661367 × 1011 |
| Variance | 5.813402731 × 1014 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 14999355 | 3818 | |
| 83262 | 1184 | 7.1% |
| 1098923 | 1101 | 6.6% |
| 4733952 | 801 | 4.8% |
| 1099182 | 752 | 4.5% |
| 67918167 | 650 | 3.9% |
| 68594560 | 615 | 3.7% |
| 1099058 | 538 | 3.2% |
| 1099064 | 513 | 3.1% |
| 1098969 | 440 | 2.6% |
| Other values (159) | 6078 |
| Value | Count | Frequency (%) |
| 0 | 63 | 0.4% |
| 83262 | 1184 | |
| 186424 | 2 | < 0.1% |
| 186476 | 1 | < 0.1% |
| 282398 | 2 | < 0.1% |
| 1058964 | 33 | 0.2% |
| 1059082 | 3 | < 0.1% |
| 1089278 | 13 | 0.1% |
| 1089290 | 1 | < 0.1% |
| 1089396 | 20 | 0.1% |
| Value | Count | Frequency (%) |
| 99849255 | 4 | < 0.1% |
| 98098048 | 1 | < 0.1% |
| 97773571 | 1 | < 0.1% |
| 96239734 | 1 | < 0.1% |
| 93775225 | 1 | < 0.1% |
| 93773539 | 1 | < 0.1% |
| 92191551 | 2 | < 0.1% |
| 90378185 | 281 | |
| 88494276 | 1 | < 0.1% |
| 87045988 | 107 | 0.6% |
rodvag
Real number (ℝ≥0)
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 64.44803514 |
|---|---|
| Minimum | 20 |
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 129.9 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 40 |
| Q1 | 40 |
| median | 40 |
| Q3 | 90 |
| 95-th percentile | 90 |
| Maximum | 99 |
| Range | 79 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 25.19690318 |
|---|---|
| Coefficient of variation (CV) | 0.390964645 |
| Kurtosis | -1.940986595 |
| Mean | 64.44803514 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.003313810892 |
| Sum | 1070933 |
| Variance | 634.8839298 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 8152 | |
| 90 | 8120 | |
| 20 | 181 | 1.1% |
| 60 | 144 | 0.9% |
| 95 | 11 | 0.1% |
| 70 | 4 | < 0.1% |
| 93 | 2 | < 0.1% |
| 87 | 1 | < 0.1% |
| 96 | 1 | < 0.1% |
| 99 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 20 | 181 | 1.1% |
| 40 | 8152 | |
| 60 | 144 | 0.9% |
| 70 | 4 | < 0.1% |
| 87 | 1 | < 0.1% |
| 90 | 8120 | |
| 93 | 2 | < 0.1% |
| 95 | 11 | 0.1% |
| 96 | 1 | < 0.1% |
| 99 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 99 | 1 | < 0.1% |
| 96 | 1 | < 0.1% |
| 95 | 11 | 0.1% |
| 93 | 2 | < 0.1% |
| 90 | 8120 | |
| 87 | 1 | < 0.1% |
| 70 | 4 | < 0.1% |
| 60 | 144 | 0.9% |
| 40 | 8152 | |
| 20 | 181 | 1.1% |
sender
Real number (ℝ≥0)
| Distinct | 168 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 127 |
| Missing (%) | 0.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18281683.68 |
|---|---|
| Minimum | 0 |
| Maximum | 99849255 |
| Zeros | 75 |
| Zeros (%) | 0.5% |
| Memory size | 129.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 83262 |
| Q1 | 1098969 |
| median | 4733952 |
| Q3 | 21871408 |
| 95-th percentile | 68594560 |
| Maximum | 99849255 |
| Range | 99849255 |
| Interquartile range (IQR) | 20772439 |
Descriptive statistics
| Standard deviation | 23990613.33 |
|---|---|
| Coefficient of variation (CV) | 1.312275923 |
| Kurtosis | 0.7616405423 |
| Mean | 18281683.68 |
| Median Absolute Deviation (MAD) | 4650690 |
| Skewness | 1.4417245 |
| Sum | 3.014649639 × 1011 |
| Variance | 5.755495277 × 1014 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 14999355 | 3523 | |
| 83262 | 1107 | 6.7% |
| 1098923 | 823 | 5.0% |
| 1098969 | 716 | 4.3% |
| 1099182 | 682 | 4.1% |
| 67918167 | 663 | 4.0% |
| 68594560 | 632 | 3.8% |
| 21871408 | 551 | 3.3% |
| 4733952 | 522 | 3.1% |
| 49721291 | 521 | 3.1% |
| Other values (158) | 6750 |
| Value | Count | Frequency (%) |
| 0 | 75 | 0.5% |
| 83262 | 1107 | |
| 186424 | 7 | < 0.1% |
| 1055693 | 10 | 0.1% |
| 1058964 | 10 | 0.1% |
| 1059018 | 5 | < 0.1% |
| 1059082 | 170 | 1.0% |
| 1068610 | 2 | < 0.1% |
| 1080509 | 1 | < 0.1% |
| 1086742 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 99849255 | 1 | < 0.1% |
| 99339028 | 1 | < 0.1% |
| 96239734 | 6 | < 0.1% |
| 93700380 | 1 | < 0.1% |
| 90378185 | 194 | |
| 90350471 | 1 | < 0.1% |
| 87326173 | 2 | < 0.1% |
| 87045988 | 86 | |
| 84939521 | 11 | 0.1% |
| 84480471 | 3 | < 0.1% |
tare_weight
Real number (ℝ≥0)
| Distinct | 133 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 239.3455497 |
|---|---|
| Minimum | 184 |
| Maximum | 890 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 129.9 KiB |
Quantile statistics
| Minimum | 184 |
|---|---|
| 5-th percentile | 184 |
| Q1 | 205 |
| median | 223 |
| Q3 | 237 |
| 95-th percentile | 510 |
| Maximum | 890 |
| Range | 706 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 83.95213728 |
|---|---|
| Coefficient of variation (CV) | 0.350757043 |
| Kurtosis | 8.520366671 |
| Mean | 239.3455497 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 2.98427585 |
| Sum | 3977205 |
| Variance | 7047.961354 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) |
| 184 | 3983 | |
| 210 | 1810 | |
| 232 | 1387 | 8.3% |
| 237 | 1325 | 8.0% |
| 230 | 1131 | 6.8% |
| 240 | 842 | 5.1% |
| 209 | 739 | 4.4% |
| 225 | 558 | 3.4% |
| 222 | 393 | 2.4% |
| 212 | 358 | 2.2% |
| Other values (123) | 4091 |
| Value | Count | Frequency (%) |
| 184 | 3983 | |
| 192 | 1 | < 0.1% |
| 195 | 1 | < 0.1% |
| 198 | 47 | 0.3% |
| 203 | 47 | 0.3% |
| 204 | 26 | 0.2% |
| 205 | 150 | 0.9% |
| 207 | 27 | 0.2% |
| 208 | 4 | < 0.1% |
| 209 | 739 | 4.4% |
| Value | Count | Frequency (%) |
| 890 | 1 | < 0.1% |
| 690 | 44 | |
| 663 | 4 | < 0.1% |
| 639 | 2 | < 0.1% |
| 625 | 28 | |
| 620 | 12 | 0.1% |
| 610 | 1 | < 0.1% |
| 580 | 1 | < 0.1% |
| 570 | 20 | 0.1% |
| 550 | 59 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| df_index | index_train | length | car_number | destination_esr | adm | danger | gruz | loaded | operation_car | operation_date | operation_st_esr | operation_st_id | operation_train | receiver | rodvag | rod_train | sender | ssp_station_esr | ssp_station_id | tare_weight | weight_brutto | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 11780 | NaN | 1.41 | 94541943 | 940105.0 | 20.0 | NaN | 693087.0 | NaN | 28.0 | 2020-07-16 00:10:00 | 940105.0 | 2.000038e+09 | NaN | 20407488.0 | 96.0 | NaN | 20407488.0 | NaN | NaN | 240.0 | NaN |
| 1 | 18850 | NaN | 1.06 | 94976461 | 862803.0 | 20.0 | NaN | 321029.0 | NaN | 28.0 | 2020-07-15 20:00:00 | 862803.0 | 2.001931e+09 | NaN | 1098923.0 | 90.0 | NaN | 1098923.0 | NaN | NaN | 198.0 | NaN |
| 2 | 18854 | NaN | 1.06 | 94976131 | 853503.0 | 20.0 | NaN | 321067.0 | NaN | 28.0 | 2020-07-16 11:00:00 | 853503.0 | 2.001931e+09 | NaN | 49721291.0 | 90.0 | NaN | 83262.0 | NaN | NaN | 198.0 | NaN |
| 3 | 18855 | NaN | 1.06 | 94975745 | 862803.0 | 20.0 | NaN | 321029.0 | NaN | 28.0 | 2020-07-15 20:00:00 | 862803.0 | 2.001931e+09 | NaN | 1098923.0 | 90.0 | NaN | 1098923.0 | NaN | NaN | 204.0 | NaN |
| 4 | 18866 | NaN | 1.06 | 94978376 | 862803.0 | 20.0 | NaN | 321029.0 | NaN | 28.0 | 2020-07-15 20:00:00 | 862803.0 | 2.001931e+09 | NaN | 1098923.0 | 90.0 | NaN | 1098923.0 | NaN | NaN | 198.0 | NaN |
| 5 | 18868 | NaN | 1.06 | 94977535 | 862803.0 | 20.0 | NaN | 321029.0 | NaN | 28.0 | 2020-07-15 20:00:00 | 862803.0 | 2.001931e+09 | NaN | 1098923.0 | 90.0 | NaN | 1098923.0 | NaN | NaN | 204.0 | NaN |
| 6 | 18883 | NaN | 1.06 | 94973989 | 862803.0 | 20.0 | NaN | 321029.0 | NaN | 28.0 | 2020-07-15 20:00:00 | 862803.0 | 2.001931e+09 | NaN | 1098923.0 | 90.0 | NaN | 1098923.0 | NaN | NaN | 198.0 | NaN |
| 7 | 18887 | NaN | 1.06 | 94973625 | 862803.0 | 20.0 | NaN | 321029.0 | NaN | 28.0 | 2020-07-15 20:00:00 | 862803.0 | 2.001931e+09 | NaN | 1098923.0 | 90.0 | NaN | 1098923.0 | NaN | NaN | 204.0 | NaN |
| 8 | 18891 | NaN | 1.06 | 94972650 | 862803.0 | 20.0 | NaN | 321029.0 | NaN | 28.0 | 2020-07-15 20:00:00 | 862803.0 | 2.001931e+09 | NaN | 1098923.0 | 90.0 | NaN | 1098923.0 | NaN | NaN | 198.0 | NaN |
| 9 | 18899 | NaN | 1.06 | 94975505 | 861209.0 | 20.0 | NaN | 321067.0 | NaN | 28.0 | 2020-07-15 19:50:00 | 861209.0 | 2.001931e+09 | NaN | 49721291.0 | 90.0 | NaN | 49721291.0 | NaN | NaN | 198.0 | NaN |
Last rows
| df_index | index_train | length | car_number | destination_esr | adm | danger | gruz | loaded | operation_car | operation_date | operation_st_esr | operation_st_id | operation_train | receiver | rodvag | rod_train | sender | ssp_station_esr | ssp_station_id | tare_weight | weight_brutto | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 16607 | 4071058 | NaN | 1.06 | 42482679 | 918407.0 | 20.0 | NaN | 321067.0 | NaN | 28.0 | 2020-07-16 00:00:00 | 918407.0 | 2.000036e+09 | NaN | 14999355.0 | 40.0 | NaN | 14999355.0 | NaN | NaN | 210.0 | NaN |
| 16608 | 4071308 | NaN | 1.06 | 43137660 | 930305.0 | 20.0 | NaN | 254159.0 | NaN | 28.0 | 2020-07-16 10:53:00 | 930305.0 | 2.000037e+09 | NaN | 87045988.0 | 40.0 | NaN | 87045988.0 | NaN | NaN | 220.0 | NaN |
| 16609 | 4071328 | NaN | 1.06 | 43041771 | 871200.0 | 20.0 | NaN | 321067.0 | NaN | 28.0 | 2020-07-15 20:18:00 | 871200.0 | 2.001934e+09 | NaN | 4733892.0 | 40.0 | NaN | 1098923.0 | NaN | NaN | 210.0 | NaN |
| 16610 | 4071363 | NaN | 1.06 | 43025733 | 862803.0 | 20.0 | NaN | 321029.0 | NaN | 28.0 | 2020-07-15 20:00:00 | 862803.0 | 2.001931e+09 | NaN | 1098923.0 | 40.0 | NaN | 1098923.0 | NaN | NaN | 210.0 | NaN |
| 16611 | 4071479 | NaN | 1.06 | 42716340 | 971201.0 | 20.0 | NaN | 351043.0 | NaN | 28.0 | 2020-07-16 06:21:00 | 971201.0 | 2.000039e+09 | NaN | 14999355.0 | 40.0 | NaN | 14999355.0 | NaN | NaN | 209.0 | NaN |
| 16612 | 4071545 | NaN | 1.06 | 43568575 | 841402.0 | 20.0 | NaN | 321067.0 | NaN | 28.0 | 2020-07-16 05:34:00 | 841402.0 | 2.001931e+09 | NaN | 83262.0 | 40.0 | NaN | 83262.0 | NaN | NaN | 209.0 | NaN |
| 16613 | 4071554 | NaN | 1.06 | 43578178 | 930305.0 | 20.0 | NaN | 414168.0 | NaN | 28.0 | 2020-07-16 11:21:00 | 930305.0 | 2.000037e+09 | NaN | 87045988.0 | 40.0 | NaN | 87045988.0 | NaN | NaN | 221.0 | NaN |
| 16614 | 4144452 | NaN | 1.00 | 61716221 | 851809.0 | 20.0 | NaN | 232431.0 | NaN | 28.0 | 2020-07-16 09:20:00 | 851809.0 | 2.001931e+09 | NaN | 46620009.0 | 60.0 | NaN | 57897062.0 | NaN | NaN | 240.0 | NaN |
| 16615 | 4159387 | NaN | 1.00 | 60138401 | 840005.0 | 20.0 | NaN | 232431.0 | NaN | 28.0 | 2020-07-16 14:44:00 | 840005.0 | 2.001931e+09 | NaN | 0.0 | 60.0 | NaN | 0.0 | NaN | NaN | 240.0 | NaN |
| 16616 | 4175448 | NaN | 1.00 | 63856223 | 840005.0 | 20.0 | NaN | 91118.0 | NaN | 28.0 | 2020-07-16 13:25:00 | 840005.0 | 2.001931e+09 | NaN | 0.0 | 60.0 | NaN | 0.0 | NaN | NaN | 243.0 | NaN |